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028742b6
编写于
7月 09, 2022
作者:
小湉湉
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
update lr scheduler
上级
94688264
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
33 addition
and
9 deletion
+33
-9
examples/vctk/ernie_sat/conf/default.yaml
examples/vctk/ernie_sat/conf/default.yaml
+5
-4
paddlespeech/t2s/exps/ernie_sat/train.py
paddlespeech/t2s/exps/ernie_sat/train.py
+19
-2
paddlespeech/t2s/models/ernie_sat/ernie_sat_updater.py
paddlespeech/t2s/models/ernie_sat/ernie_sat_updater.py
+9
-3
未找到文件。
examples/vctk/ernie_sat/conf/default.yaml
浏览文件 @
028742b6
...
@@ -71,9 +71,10 @@ model:
...
@@ -71,9 +71,10 @@ model:
###########################################################
###########################################################
# OPTIMIZER SETTING #
# OPTIMIZER SETTING #
###########################################################
###########################################################
optimizer
:
scheduler_params
:
optim
:
adam
# optimizer type
d_model
:
384
learning_rate
:
0.001
# learning rate
warmup_steps
:
4000
grad_clip
:
1.0
###########################################################
###########################################################
# TRAINING SETTING #
# TRAINING SETTING #
...
@@ -84,7 +85,7 @@ num_snapshots: 5
...
@@ -84,7 +85,7 @@ num_snapshots: 5
###########################################################
###########################################################
# OTHER SETTING #
# OTHER SETTING #
###########################################################
###########################################################
seed
:
10086
seed
:
0
token_list
:
token_list
:
-
<blank>
-
<blank>
...
...
paddlespeech/t2s/exps/ernie_sat/train.py
浏览文件 @
028742b6
...
@@ -23,8 +23,10 @@ import paddle
...
@@ -23,8 +23,10 @@ import paddle
import
yaml
import
yaml
from
paddle
import
DataParallel
from
paddle
import
DataParallel
from
paddle
import
distributed
as
dist
from
paddle
import
distributed
as
dist
from
paddle
import
nn
from
paddle.io
import
DataLoader
from
paddle.io
import
DataLoader
from
paddle.io
import
DistributedBatchSampler
from
paddle.io
import
DistributedBatchSampler
from
paddle.optimizer
import
Adam
from
yacs.config
import
CfgNode
from
yacs.config
import
CfgNode
from
paddlespeech.t2s.datasets.am_batch_fn
import
build_erniesat_collate_fn
from
paddlespeech.t2s.datasets.am_batch_fn
import
build_erniesat_collate_fn
...
@@ -34,7 +36,6 @@ from paddlespeech.t2s.models.ernie_sat import ErnieSATEvaluator
...
@@ -34,7 +36,6 @@ from paddlespeech.t2s.models.ernie_sat import ErnieSATEvaluator
from
paddlespeech.t2s.models.ernie_sat
import
ErnieSATUpdater
from
paddlespeech.t2s.models.ernie_sat
import
ErnieSATUpdater
from
paddlespeech.t2s.training.extensions.snapshot
import
Snapshot
from
paddlespeech.t2s.training.extensions.snapshot
import
Snapshot
from
paddlespeech.t2s.training.extensions.visualizer
import
VisualDL
from
paddlespeech.t2s.training.extensions.visualizer
import
VisualDL
from
paddlespeech.t2s.training.optimizer
import
build_optimizers
from
paddlespeech.t2s.training.seeding
import
seed_everything
from
paddlespeech.t2s.training.seeding
import
seed_everything
from
paddlespeech.t2s.training.trainer
import
Trainer
from
paddlespeech.t2s.training.trainer
import
Trainer
...
@@ -118,12 +119,27 @@ def train_sp(args, config):
...
@@ -118,12 +119,27 @@ def train_sp(args, config):
odim
=
config
.
n_mels
odim
=
config
.
n_mels
model
=
ErnieSAT
(
idim
=
vocab_size
,
odim
=
odim
,
**
config
[
"model"
])
model
=
ErnieSAT
(
idim
=
vocab_size
,
odim
=
odim
,
**
config
[
"model"
])
# model_path = "/home/yuantian01/PaddleSpeech_ERNIE_SAT/PaddleSpeech/examples/ernie_sat/pretrained_model/paddle_checkpoint_en/model.pdparams"
# state_dict = paddle.load(model_path)
# new_state_dict = {}
# for key, value in state_dict.items():
# new_key = "model." + key
# new_state_dict[new_key] = value
# model.set_state_dict(new_state_dict)
if
world_size
>
1
:
if
world_size
>
1
:
model
=
DataParallel
(
model
)
model
=
DataParallel
(
model
)
print
(
"model done!"
)
print
(
"model done!"
)
optimizer
=
build_optimizers
(
model
,
**
config
[
"optimizer"
])
scheduler
=
paddle
.
optimizer
.
lr
.
NoamDecay
(
d_model
=
config
[
"scheduler_params"
][
"d_model"
],
warmup_steps
=
config
[
"scheduler_params"
][
"warmup_steps"
])
grad_clip
=
nn
.
ClipGradByGlobalNorm
(
config
[
"grad_clip"
])
optimizer
=
Adam
(
learning_rate
=
scheduler
,
grad_clip
=
grad_clip
,
parameters
=
model
.
parameters
())
print
(
"optimizer done!"
)
print
(
"optimizer done!"
)
output_dir
=
Path
(
args
.
output_dir
)
output_dir
=
Path
(
args
.
output_dir
)
...
@@ -136,6 +152,7 @@ def train_sp(args, config):
...
@@ -136,6 +152,7 @@ def train_sp(args, config):
updater
=
ErnieSATUpdater
(
updater
=
ErnieSATUpdater
(
model
=
model
,
model
=
model
,
optimizer
=
optimizer
,
optimizer
=
optimizer
,
scheduler
=
scheduler
,
dataloader
=
train_dataloader
,
dataloader
=
train_dataloader
,
text_masking
=
config
[
"model"
][
"text_masking"
],
text_masking
=
config
[
"model"
][
"text_masking"
],
odim
=
odim
,
odim
=
odim
,
...
...
paddlespeech/t2s/models/ernie_sat/ernie_sat_updater.py
浏览文件 @
028742b6
...
@@ -18,6 +18,7 @@ from paddle import distributed as dist
...
@@ -18,6 +18,7 @@ from paddle import distributed as dist
from
paddle.io
import
DataLoader
from
paddle.io
import
DataLoader
from
paddle.nn
import
Layer
from
paddle.nn
import
Layer
from
paddle.optimizer
import
Optimizer
from
paddle.optimizer
import
Optimizer
from
paddle.optimizer.lr
import
LRScheduler
from
paddlespeech.t2s.modules.losses
import
MLMLoss
from
paddlespeech.t2s.modules.losses
import
MLMLoss
from
paddlespeech.t2s.training.extensions.evaluator
import
StandardEvaluator
from
paddlespeech.t2s.training.extensions.evaluator
import
StandardEvaluator
...
@@ -34,12 +35,14 @@ class ErnieSATUpdater(StandardUpdater):
...
@@ -34,12 +35,14 @@ class ErnieSATUpdater(StandardUpdater):
def
__init__
(
self
,
def
__init__
(
self
,
model
:
Layer
,
model
:
Layer
,
optimizer
:
Optimizer
,
optimizer
:
Optimizer
,
scheduler
:
LRScheduler
,
dataloader
:
DataLoader
,
dataloader
:
DataLoader
,
init_state
=
None
,
init_state
=
None
,
text_masking
:
bool
=
False
,
text_masking
:
bool
=
False
,
odim
:
int
=
80
,
odim
:
int
=
80
,
output_dir
:
Path
=
None
):
output_dir
:
Path
=
None
):
super
().
__init__
(
model
,
optimizer
,
dataloader
,
init_state
=
None
)
super
().
__init__
(
model
,
optimizer
,
dataloader
,
init_state
=
None
)
self
.
scheduler
=
scheduler
self
.
criterion
=
MLMLoss
(
text_masking
=
text_masking
,
odim
=
odim
)
self
.
criterion
=
MLMLoss
(
text_masking
=
text_masking
,
odim
=
odim
)
...
@@ -75,10 +78,12 @@ class ErnieSATUpdater(StandardUpdater):
...
@@ -75,10 +78,12 @@ class ErnieSATUpdater(StandardUpdater):
loss
=
mlm_loss
+
text_mlm_loss
if
text_mlm_loss
is
not
None
else
mlm_loss
loss
=
mlm_loss
+
text_mlm_loss
if
text_mlm_loss
is
not
None
else
mlm_loss
optimizer
=
self
.
optimizer
self
.
optimizer
.
clear_grad
()
optimizer
.
clear_grad
()
loss
.
backward
()
loss
.
backward
()
optimizer
.
step
()
self
.
optimizer
.
step
()
self
.
scheduler
.
step
()
scheduler_msg
=
'lr: {}'
.
format
(
self
.
scheduler
.
last_lr
)
report
(
"train/loss"
,
float
(
loss
))
report
(
"train/loss"
,
float
(
loss
))
report
(
"train/mlm_loss"
,
float
(
mlm_loss
))
report
(
"train/mlm_loss"
,
float
(
mlm_loss
))
...
@@ -90,6 +95,7 @@ class ErnieSATUpdater(StandardUpdater):
...
@@ -90,6 +95,7 @@ class ErnieSATUpdater(StandardUpdater):
losses_dict
[
"loss"
]
=
float
(
loss
)
losses_dict
[
"loss"
]
=
float
(
loss
)
self
.
msg
+=
', '
.
join
(
'{}: {:>.6f}'
.
format
(
k
,
v
)
self
.
msg
+=
', '
.
join
(
'{}: {:>.6f}'
.
format
(
k
,
v
)
for
k
,
v
in
losses_dict
.
items
())
for
k
,
v
in
losses_dict
.
items
())
self
.
msg
+=
', '
+
scheduler_msg
class
ErnieSATEvaluator
(
StandardEvaluator
):
class
ErnieSATEvaluator
(
StandardEvaluator
):
...
...
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